DRSR@DA-IICT: Recent submissions

Now showing items 341-360 of 1148

    • Segmentation and classification: optical character recognition algorithms to enhance the accuracy 

      Shah, Ketul Tejas (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      OCR (Optical Character Recognition) is a well known algorithm for the conversion of machine printed or handwritten text images to machine-encoded text. As the word "Optical" is related to light or vision, an OCR system ...

    • AgriChain: supply-chain management for agri foods using Block-chain technology 

      Shah, Viral (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      Agriculture is India's most important sector which accounts for 18% of country's GDP. A conventional agricultural supply chain in India involves complex interconnected processes between various stakeholders before it reaches ...

    • Predictive maintenance schedule 

      Changulani, Smriti (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      The transportation sector is an eminent and indispensable part of the development of an economy. An potent transportation system supports social and economic benefits and opportunities. When transportation systems are ...

    • Image and video super resolution using deep learning 

      Parikh, Dharit (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      The aim of the Super-Resolution (SR) technique is to recover the High Resolution (HR) image from a Low Resolution (LR) image. It has applications in many computer vision areas such as medical imaging, face recognition and ...

    • Application of smartphone sensing system for general and mental assessment of students 

      Upasani, Ashwini (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      Smartphone has become a vital part of a human being and it has been used as an analytic tool, due to its ability to provide a context-aware system, which enables applications to infer context from sensor data and these ...

    • Fuel monitoring system 

      Shah, Dhruva (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      AssetTrackr provides fleet management solutions. AssetTrackr provides services[2] like Vehicle tracking, TPMS(Tyre Pressure Monitoring System), Over-speeding alert, Geofence Alert, Driver behaviour, Reports like movement, ...

    • Defending machine learning models against adversarial attacks using GANs 

      Malaviya, Shubham M. (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      We have used Generative Adversarial Network (GAN) to defend against adversarial attacks. Pixel-wise and perceptual distance measures for images are used in the GAN training. We have used five different distance measures, ...

    • Network security using machine learning 

      Macwan, Rinoy Ravikant (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      Network Security is one of the major challenges for any organization. With the increase in cyber attacks, Network Security is also a point of concern for home users. Network Intrusion Detection Systems (NIDS) are widely ...

    • Placement system development 

      Doshi, Tirth (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      The main objective was to provide the data analysis to the end user. However, after analysing the current placement process and system, our objective had to be changed to develop a system which can provide the required ...

    • Azure migration manager & certification recommendation system 

      Mahavadia, Krutika J. (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      1. Azure Migration Manager: Migrating from on-premise workload to cloud is one of the huge and tough tasks for every organization. For this one will need an expert who will guide for what to migrate, how to migrate, how ...

    • Antenna design and forward problem solution for brain stroke detection using microwave imaging 

      Uphad, Aishwarya Dinkar (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      In modern day technology, any neurological examination is carried forward by medical imaging using CT Scan, MRI or PET. These techniques provide better identification, location and the type of the stroke inside the head. ...

    • Smart soldier asystem incorporating embedded electronics 

      Teja, N. K. (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      Now a days, the defence technology is heading towards new innovation along with advanced implementation. Monitoring the soldier's activity and health at the frontline area of operation forms an essential entity in determining ...

    • Image captioning and neural architecture search using reinforcement learning 

      Shaw, Grishma (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      With the advent of Deep Learning, problem solving expertise for a machine has exponentially increased. The past decade has experienced much success in the field of deep neural networks in many difficult areas such as image, ...

    • Sensor based approach for early disease detection in plants 

      Mitali, Nandani (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      Among various issues in agriculture, one is depreciation in yield of crops. India loses 15-25 % of potential crop output due to pests, weeds and diseases.This project focuses on monitoring the health of crops.It is based ...

    • Reconfigurable time-to-digital converter based on pulse stretcher and gated delay line 

      Kumar, Bitu (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      A reconfigurable Time-to-Digital Converter (TDC) based on pulse stretcher and Gated Delay Line (GDL) with variable 12 to 15 coarse bit and 5 to 8 fine bits is proposed. The coarse bits are varying to measure the different ...

    • Hotel management system 

      Shah, Rajat Jatinbhai (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      I have worked on two products of Emxcel Solutions Pvt.Ltd namely Bnc and Bns admin portal. In that I used angular framework for front end and node js for backend. I have created REST api to communicate with server . Also ...

    • Emotion detection through smartphone typing 

      Shailja, Maniar (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      Keystroke analysis or typing analysis for detecting human emotion refers to the method of recognizing emotion based on the typing pattern by checking the various features like typing speed, typing mistakes, usage of special ...

    • Modeling and comparative analysis of Si-MOSFET and GaAs FETs for high speed devices 

      Panchal, Karishma (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      For the last few decades, silicon has been the promising device for realizing digital and analog circuits in integrated circuits. It is widely used for implementing a MOS-FET device. In the present work, Si-MOSFET ...

    • Physical design implementation of “ARP Block-4” module at 28nm “CHIPTOP” module at 90nm 

      Sharma, Chinmay (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      VLSI design flow from RTL to GDSII consists of two phases, namely front-end design and back-end design. The physical design is the process of transforming a circuit description into the physical layout, which describes the ...

    • Predicting quality of service parameter for Internet of Things network 

      Patel, Maitri (Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
      Nowadays, the Internet of Things applications are developed to facilitate users worldwide. Machine learning is very useful to make some decisions for those applications. The main aim of this present work is to provide a ...